Evaluating and Mitigating Discrimination in Language Model Decisions.
Alex TamkinAmanda AskellLiane LovittEsin DurmusNicholas JosephShauna KravecKarina NguyenJared KaplanDeep GanguliPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- speech recognition
- document retrieval
- query expansion
- language modelling
- information retrieval
- retrieval model
- mixture model
- test collection
- smoothing methods
- ad hoc information retrieval
- feature selection
- language models for information retrieval
- context sensitive
- query terms
- pseudo relevance feedback
- statistical machine translation
- document ranking
- bayesian networks
- machine learning
- translation model
- dependency structure
- retrieval effectiveness
- word error rate
- statistical language models